| Number of Variables | 9 |
|---|---|
| Number of Rows | 64000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 6603 |
| Duplicate Rows (%) | 10.3% |
| Total Size in Memory | 14.7 MB |
| Average Row Size in Memory | 241.1 B |
| Variable Types |
|
| history is skewed | Skewed |
|---|---|
| Dataset has 6603 (10.32%) duplicate rows | Duplicates |
| used_discount has constant length 1 | Constant Length |
| used_bogo has constant length 1 | Constant Length |
| is_referral has constant length 1 | Constant Length |
| conversion has constant length 1 | Constant Length |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1024000 |
| Mean | 5.7637 |
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 5 |
| Q3 | 9 |
| 95-th Percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| IQR | 7 |
| Mean | 5.7637 |
|---|---|
| Standard Deviation | 3.5076 |
| Variance | 12.3032 |
| Sum | 368879 |
| Skewness | 0.1393 |
| Kurtosis | -1.3567 |
| Coefficient of Variation | 0.6086 |
numerical
| Approximate Distinct Count | 34833 |
|---|---|
| Approximate Unique (%) | 54.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1024000 |
| Mean | 242.0857 |
| Minimum | 29.99 |
| Maximum | 3345.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 29.99 |
|---|---|
| 5-th Percentile | 29.99 |
| Q1 | 64.66 |
| Median | 158.11 |
| Q3 | 325.6575 |
| 95-th Percentile | 747.2625 |
| Maximum | 3345.93 |
| Range | 3315.94 |
| IQR | 260.9975 |
| Mean | 242.0857 |
|---|---|
| Standard Deviation | 256.1586 |
| Variance | 65617.2326 |
| Sum | 1.5493×1007 |
| Skewness | 2.4237 |
| Kurtosis | 9.3459 |
| Coefficient of Variation | 1.0581 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4224000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 64000 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4224000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 64000 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4595104 |
| Mean | 6.7985 |
|---|---|
| Standard Deviation | 1.9898 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 9 |
| 1st row | Surburban |
|---|---|
| 2nd row | Rural |
| 3rd row | Surburban |
| 4th row | Rural |
| 5th row | Urban |
| Count | 435104 |
|---|---|
| Lowercase Letter | 371104 |
| Space Separator | 0 |
| Uppercase Letter | 64000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4224000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 64000 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4477900 |
| Mean | 4.9672 |
|---|---|
| Standard Deviation | 2.7759 |
| Median | 5 |
| Minimum | 3 |
| Maximum | 12 |
| 1st row | Phone |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
| Count | 317900 |
|---|---|
| Lowercase Letter | 253900 |
| Space Separator | 0 |
| Uppercase Letter | 64000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4821709 |
| Mean | 10.3392 |
|---|---|
| Standard Deviation | 3.3019 |
| Median | 8 |
| Minimum | 8 |
| Maximum | 15 |
| 1st row | Buy One Get One |
|---|---|
| 2nd row | No Offer |
| 3rd row | Buy One Get One |
| 4th row | Discount |
| 5th row | Buy One Get One |
| Count | 576242 |
|---|---|
| Lowercase Letter | 426775 |
| Space Separator | 85467 |
| Uppercase Letter | 149467 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4224000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 64000 |